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All Journal Syntax Literate: Jurnal Ilmiah Indonesia JOURNAL OF APPLIED INFORMATICS AND COMPUTING Techne : Jurnal Ilmiah Elektroteknika Neutrino JURNAL ILMIAH OBSGIN : Jurnal Ilmiah Ilmu Kebidanan & Kandungan Journal Dynamic SainT BERNAS: Jurnal Pengabdian Kepada Masyarakat Jurnal Pengabdian kepada Masyarakat Nusantara Co-Value : Jurnal Ekonomi, Koperasi & Kewirausahaan Jurnal Teknik Mesin Sinergi Bakti Sekawan : Jurnal Pengabdian Masyarakat TONGKONAN: Jurnal Pengabdian Masyarakat
Yusri Anugerah Manapa Ambabunga
Universitas Kristen Indonesia Toraja
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Journal : JOURNAL OF APPLIED INFORMATICS AND COMPUTING

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Optimization of ACS712 Sensor Current Measurement in Solar Power System through Regression Modeling Rumpa, Lantana Dioren; Ambabunga, Yusri AM; Pineng, Martina
Journal of Applied Informatics and Computing Vol. 7 No. 2 (2023): December 2023
Publisher : Politeknik Negeri Batam

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.30871/jaic.v7i2.6511

Abstract

This study aims to improve the accuracy of current measurements in solar power systems using the ACS712 sensor and linear regression modeling. While the ACS712 sensor is commonly used for current measurement in solar systems, it often faces accuracy issues. In this research, we measured current using the ACS712 sensor alongside a validated reference device and applied a linear regression model to correct any inaccuracies. The results show that our linear regression model significantly boosts the accuracy of ACS712 sensor current measurements. We also conducted performance tests with the model on the Arduino Uno platform, which revealed increased measurement accuracy in various testing scenarios. Before implementing the model, the average difference between ACS712 sensor measurements and reference device readings was 0.364. After implementing the model, this difference dropped substantially to just 0.044.
Co-Authors Alfriany Salo, Lery Bangapadang, Erbi Benardo Sinambela Christof Geraldi Simon Chuvita, Laila Derluis Patiung Dwi Ivana L Sitohang Elisa Christiana Eliyah Acantha Manapa Sampetoding Esther Sanda Manapa Formanto Paliling Frans Robert Bethony Haris Jumar Iden Balango Ishak Pawarangan Juli, Yusuf Kasim, Ahmad Muhammad Lasarus, Risa Lery Alfriany Salo Martina Pineng Masiku, Henrianto Monica Natalin Noel Sangbua Pasuba, Yades R. Rusli Relly Potoboda Risa Lasarus Rumpa, Lantana Dioren Syamsuriati, Syamsuriati Valian Yoga Pudya Ardhana Yasman Sanda Yulis, Dian Meiliani Yulita Sirinti Pongtambing